Overview
Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 1053 |
| Missing cells | 26 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 508.2 KiB |
| Average record size in memory | 494.2 B |
Variable types
| Categorical | 8 |
|---|---|
| Numeric | 27 |
| DateTime | 1 |
| Boolean | 1 |
Dataset
| Description | Quality-verified clinical data for JHB_Ezin_002 |
|---|---|
| Creator | HEAT Research Programme |
| Author | RP2 Clinical Data Team |
| URL | https://github.com/Logic06183/RP2_dataoverview |
Variable descriptions
| study_source | Study identifier |
|---|---|
| Age (at enrolment) | Patient age at study enrollment |
| Sex | Biological sex |
| Race | Racial/ethnic group |
| enrollment_date | Date of study enrollment |
| visit_date | Date of clinic visit |
| primary_date | Primary reference date |
| study_arm | Study treatment arm |
| study_visit | Study visit number |
| Antiretroviral Therapy Status | Current ART status |
| BMI (kg/m²) | Body Mass Index |
| weight_kg | Body weight in kilograms |
| height_m | Height in meters |
| Waist circumference (cm) | Waist circumference in centimeters |
| hip_circumference_cm | Hip circumference in centimeters |
| waist_hip_ratio | Waist-to-hip ratio |
| systolic_bp_mmHg | Systolic blood pressure |
| diastolic_bp_mmHg | Diastolic blood pressure |
| heart_rate_bpm | Heart rate in beats per minute |
| Respiratory rate (breaths/min) | Respiratory rate |
| Oxygen saturation (%) | Oxygen saturation |
| body_temperature_celsius | Body temperature in Celsius |
| CD4 cell count (cells/µL) | CD4+ T lymphocyte count |
| HIV viral load (copies/mL) | HIV RNA copies per mL |
| cd4_percent | CD4+ percentage |
| cd8_count_cells_uL | CD8+ T lymphocyte count |
| cd4_cd8_ratio | CD4/CD8 ratio |
| Hematocrit (%) | Hematocrit |
| hemoglobin_g_dL | Hemoglobin concentration |
| White blood cell count (×10³/µL) | Total WBC count |
| Red blood cell count (×10⁶/µL) | Total RBC count |
| Platelet count (×10³/µL) | Platelet count |
| MCV (MEAN CELL VOLUME) | Mean corpuscular volume |
| mch_pg | Mean corpuscular hemoglobin |
| mchc_g_dL | Mean corpuscular hemoglobin concentration |
| RDW | Red cell distribution width |
| Lymphocyte count (×10⁹/L) | Lymphocyte absolute count |
| Neutrophil count (×10⁹/L) | Neutrophil absolute count |
| Monocyte count (×10⁹/L) | Monocyte absolute count |
| Eosinophil count (×10⁹/L) | Eosinophil absolute count |
| Basophil count (×10⁹/L) | Basophil absolute count |
| lymphocyte_percent | Lymphocyte percentage |
| neutrophil_percent | Neutrophil percentage |
| monocyte_percent | Monocyte percentage |
| eosinophil_percent | Eosinophil percentage |
| basophil_percent | Basophil percentage |
| ALT (U/L) | Alanine aminotransferase |
| AST (U/L) | Aspartate aminotransferase |
| Alkaline phosphatase (U/L) | Alkaline phosphatase |
| Total bilirubin (mg/dL) | Total bilirubin |
| direct_bilirubin_mg_dL | Direct bilirubin |
| indirect_bilirubin_mg_dL | Indirect bilirubin |
| Albumin (g/dL) | Serum albumin |
| Total protein (g/dL) | Total serum protein |
| ggt_u_L | Gamma-glutamyl transferase |
| creatinine_umol_L | Serum creatinine (µmol/L) |
| creatinine_mg_dL | Serum creatinine (mg/dL) |
| creatinine clearance | Estimated creatinine clearance |
| bun_mg_dL | Blood urea nitrogen |
| urea_mmol_L | Serum urea |
| egfr_ml_min | Estimated glomerular filtration rate |
| Sodium (mEq/L) | Serum sodium |
| Potassium (mEq/L) | Serum potassium |
| chloride_mEq_L | Serum chloride |
| bicarbonate_mEq_L | Serum bicarbonate |
| calcium_mg_dL | Serum calcium |
| magnesium_mg_dL | Serum magnesium |
| phosphate_mg_dL | Serum phosphate |
| total_cholesterol_mg_dL | Total cholesterol |
| hdl_cholesterol_mg_dL | HDL cholesterol |
| ldl_cholesterol_mg_dL | LDL cholesterol |
| Triglycerides (mg/dL) | Triglycerides |
| vldl_cholesterol_mg_dL | VLDL cholesterol |
| cholesterol_hdl_ratio | Total cholesterol/HDL ratio |
| fasting_glucose_mmol_L | Fasting blood glucose (mmol/L) |
| glucose_mg_dL | Blood glucose (mg/dL) |
| hba1c_percent | Glycated hemoglobin |
| insulin_uIU_mL | Serum insulin |
| lactate_mmol_L | Blood lactate |
| crp_mg_L | C-reactive protein |
| esr_mm_hr | Erythrocyte sedimentation rate |
| pt_seconds | Prothrombin time |
| inr | International normalized ratio |
| aptt_seconds | Activated partial thromboplastin time |
| uric_acid_mg_dL | Serum uric acid |
| ldh_u_L | Lactate dehydrogenase |
| ck_u_L | Creatine kinase |
| amylase_u_L | Serum amylase |
| lipase_u_L | Serum lipase |
| climate_daily_mean_temp | Daily mean temperature |
| climate_daily_max_temp | Daily maximum temperature |
| climate_daily_min_temp | Daily minimum temperature |
| climate_temp_anomaly | Temperature anomaly from baseline |
| climate_heat_day_p90 | Heat day indicator (>90th percentile) |
| climate_heat_day_p95 | Heat day indicator (>95th percentile) |
| climate_heat_stress_index | Heat stress index |
| climate_humidity | Relative humidity |
| climate_precipitation | Precipitation |
| climate_season | Season |
| cd4_correction_applied | Quality flag: CD4 corrections applied |
| final_comprehensive_fix_applied | Quality flag: Comprehensive corrections applied |
| waist_circ_unit_correction_applied | Quality flag: Waist circumference unit corrected |
| sa_biomarker_standards | South African biomarker reference standards applied |
study_source has constant value "JHB_Ezin_002" | Constant |
cd4_correction_applied has constant value "0.0" | Constant |
final_comprehensive_fix_applied has constant value "1.0" | Constant |
waist_circ_unit_correction_applied has constant value "False" | Constant |
sa_biomarker_standards has constant value "1.0" | Constant |
climate_heat_day_p90 has constant value "0.0" | Constant |
climate_heat_day_p95 has constant value "0.0" | Constant |
BMI (kg/m²) is highly overall correlated with weight_kg | High correlation |
CD4 cell count (cells/µL) is highly overall correlated with HIV viral load (copies/mL) | High correlation |
HIV viral load (copies/mL) is highly overall correlated with CD4 cell count (cells/µL) | High correlation |
Hematocrit (%) is highly overall correlated with Red blood cell count (×10⁶/µL) and 2 other fields | High correlation |
Lymphocyte count (×10⁹/L) is highly overall correlated with White blood cell count (×10³/µL) | High correlation |
Monocyte count (×10⁹/L) is highly overall correlated with White blood cell count (×10³/µL) | High correlation |
Neutrophil count (×10⁹/L) is highly overall correlated with White blood cell count (×10³/µL) | High correlation |
Red blood cell count (×10⁶/µL) is highly overall correlated with Hematocrit (%) and 1 other fields | High correlation |
Sex is highly overall correlated with Hematocrit (%) and 2 other fields | High correlation |
White blood cell count (×10³/µL) is highly overall correlated with Lymphocyte count (×10⁹/L) and 2 other fields | High correlation |
climate_daily_max_temp is highly overall correlated with climate_daily_mean_temp and 3 other fields | High correlation |
climate_daily_mean_temp is highly overall correlated with climate_daily_max_temp and 3 other fields | High correlation |
climate_daily_min_temp is highly overall correlated with climate_daily_max_temp and 3 other fields | High correlation |
climate_heat_stress_index is highly overall correlated with climate_daily_max_temp and 2 other fields | High correlation |
climate_season is highly overall correlated with climate_daily_max_temp and 4 other fields | High correlation |
climate_temp_anomaly is highly overall correlated with climate_daily_min_temp and 1 other fields | High correlation |
diastolic_bp_mmHg is highly overall correlated with systolic_bp_mmHg | High correlation |
height_m is highly overall correlated with Sex | High correlation |
hemoglobin_g_dL is highly overall correlated with Hematocrit (%) and 2 other fields | High correlation |
mch_pg is highly overall correlated with mchc_g_dL | High correlation |
mchc_g_dL is highly overall correlated with mch_pg | High correlation |
systolic_bp_mmHg is highly overall correlated with diastolic_bp_mmHg | High correlation |
weight_kg is highly overall correlated with BMI (kg/m²) | High correlation |
Eosinophil count (×10⁹/L) has 47 (4.5%) zeros | Zeros |
Basophil count (×10⁹/L) has 122 (11.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-25 05:10:44.798757 |
|---|---|
| Analysis finished | 2025-11-25 05:11:10.847459 |
| Duration | 26.05 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 71.0 KiB |
| JHB_Ezin_002 |
|---|
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JHB_Ezin_002 |
|---|---|
| 2nd row | JHB_Ezin_002 |
| 3rd row | JHB_Ezin_002 |
| 4th row | JHB_Ezin_002 |
| 5th row | JHB_Ezin_002 |
Common Values
| Value | Count | Frequency (%) |
| JHB_Ezin_002 | 1053 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| jhb_ezin_002 | 1053 |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 2106 | |
| 0 | 2106 | |
| J | 1053 | |
| H | 1053 | |
| B | 1053 | |
| E | 1053 | |
| z | 1053 | |
| i | 1053 | |
| n | 1053 | |
| 2 | 1053 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 4212 | |
| Decimal Number | 3159 | |
| Lowercase Letter | 3159 | |
| Connector Punctuation | 2106 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 1053 | |
| H | 1053 | |
| B | 1053 | |
| E | 1053 |
Lowercase Letter
| Value | Count | Frequency (%) |
| z | 1053 | |
| i | 1053 | |
| n | 1053 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| 2 | 1053 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2106 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7371 | |
| Common | 5265 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| J | 1053 | |
| H | 1053 | |
| B | 1053 | |
| E | 1053 | |
| z | 1053 | |
| i | 1053 | |
| n | 1053 |
Common
| Value | Count | Frequency (%) |
| _ | 2106 | |
| 0 | 2106 | |
| 2 | 1053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12636 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 2106 | |
| 0 | 2106 | |
| J | 1053 | |
| H | 1053 | |
| B | 1053 | |
| E | 1053 | |
| z | 1053 | |
| i | 1053 | |
| n | 1053 | |
| 2 | 1053 |
Age (at enrolment)
Real number (ℝ)
Patient age at study enrollment
| Distinct | 45 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.460589 |
| Minimum | 13 |
|---|---|
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 27 |
| median | 32 |
| Q3 | 37 |
| 95-th percentile | 46 |
| Maximum | 62 |
| Range | 49 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.7363651 |
|---|---|
| Coefficient of variation (CV) | 0.23833101 |
| Kurtosis | 0.1552562 |
| Mean | 32.460589 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.52185785 |
| Sum | 34181 |
| Variance | 59.851345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31 | 66 | 6.3% |
| 33 | 56 | 5.3% |
| 29 | 55 | 5.2% |
| 30 | 53 | 5.0% |
| 32 | 50 | 4.7% |
| 26 | 49 | 4.7% |
| 35 | 48 | 4.6% |
| 34 | 48 | 4.6% |
| 24 | 47 | 4.5% |
| 28 | 47 | 4.5% |
| Other values (35) | 534 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 15 | 2 | 0.2% |
| 17 | 1 | 0.1% |
| 18 | 9 | 0.9% |
| 19 | 8 | 0.8% |
| 20 | 17 | |
| 21 | 19 | |
| 22 | 26 | |
| 23 | 31 |
| Value | Count | Frequency (%) |
| 62 | 1 | 0.1% |
| 59 | 1 | 0.1% |
| 57 | 2 | 0.2% |
| 55 | 2 | 0.2% |
| 54 | 4 | |
| 53 | 5 | |
| 52 | 3 | |
| 51 | 7 | |
| 50 | 4 | |
| 49 | 2 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.0 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1908832 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 627 | |
| Male | 426 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 627 | |
| male | 426 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| F | 627 | 11.5% |
| m | 627 | 11.5% |
| M | 426 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4413 | |
| Uppercase Letter | 1053 | 19.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| m | 627 | 14.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 627 | |
| M | 426 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5466 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| F | 627 | 11.5% |
| m | 627 | 11.5% |
| M | 426 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5466 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1680 | |
| a | 1053 | |
| l | 1053 | |
| F | 627 | 11.5% |
| m | 627 | 11.5% |
| M | 426 | 7.8% |
primary_date
Date
Primary reference date
| Distinct | 268 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.5 KiB |
| Minimum | 2017-01-17 00:00:00 |
|---|---|
| Maximum | 2018-05-07 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
| Distinct | 1016 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.11742 |
| Minimum | 15.269471 |
|---|---|
| Maximum | 49.672814 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 15.269471 |
|---|---|
| 5-th percentile | 17.880777 |
| Q1 | 20.15625 |
| median | 23.084852 |
| Q3 | 26.794938 |
| 95-th percentile | 33.960395 |
| Maximum | 49.672814 |
| Range | 34.403343 |
| Interquartile range (IQR) | 6.638688 |
Descriptive statistics
| Standard deviation | 5.3163571 |
|---|---|
| Coefficient of variation (CV) | 0.2204364 |
| Kurtosis | 2.3289041 |
| Mean | 24.11742 |
| Median Absolute Deviation (MAD) | 3.2616416 |
| Skewness | 1.2722863 |
| Sum | 25395.643 |
| Variance | 28.263653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.80592249 | 2 | 0.2% |
| 21.28777004 | 2 | 0.2% |
| 22.81746032 | 2 | 0.2% |
| 20.66115702 | 2 | 0.2% |
| 19.88725885 | 2 | 0.2% |
| 20.86111966 | 2 | 0.2% |
| 19.39591837 | 2 | 0.2% |
| 24.24154449 | 2 | 0.2% |
| 21.24100492 | 2 | 0.2% |
| 24.39446367 | 2 | 0.2% |
| Other values (1006) | 1033 |
| Value | Count | Frequency (%) |
| 15.26947108 | 1 | |
| 15.33897235 | 1 | |
| 15.37750029 | 1 | |
| 15.44516225 | 1 | |
| 15.48086437 | 1 | |
| 15.49586777 | 1 | |
| 15.5017301 | 1 | |
| 15.51514332 | 1 | |
| 15.56133997 | 1 | |
| 15.63764597 | 1 |
| Value | Count | Frequency (%) |
| 49.6728138 | 1 | |
| 47.49896496 | 1 | |
| 47.19926538 | 1 | |
| 47.07596254 | 1 | |
| 45.80094498 | 1 | |
| 45.2892562 | 1 | |
| 44.9019534 | 1 | |
| 44.70895631 | 1 | |
| 43.49060814 | 1 | |
| 40.73187553 | 1 |
| Distinct | 449 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.773694 |
| Minimum | 41.3 |
|---|---|
| Maximum | 133.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 41.3 |
|---|---|
| 5-th percentile | 49.4 |
| Q1 | 58.7 |
| median | 66.4 |
| Q3 | 77 |
| 95-th percentile | 96.42 |
| Maximum | 133.6 |
| Range | 92.3 |
| Interquartile range (IQR) | 18.3 |
Descriptive statistics
| Standard deviation | 14.262708 |
|---|---|
| Coefficient of variation (CV) | 0.20738609 |
| Kurtosis | 1.5419145 |
| Mean | 68.773694 |
| Median Absolute Deviation (MAD) | 8.8 |
| Skewness | 1.0350275 |
| Sum | 72418.7 |
| Variance | 203.42483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67.4 | 10 | 0.9% |
| 59.4 | 10 | 0.9% |
| 71.1 | 8 | 0.8% |
| 68.1 | 8 | 0.8% |
| 66.8 | 7 | 0.7% |
| 66.1 | 7 | 0.7% |
| 64.4 | 7 | 0.7% |
| 57.4 | 6 | 0.6% |
| 61.5 | 6 | 0.6% |
| 48.5 | 6 | 0.6% |
| Other values (439) | 978 |
| Value | Count | Frequency (%) |
| 41.3 | 1 | |
| 42.8 | 1 | |
| 43 | 1 | |
| 43.2 | 1 | |
| 43.3 | 1 | |
| 43.8 | 1 | |
| 44 | 1 | |
| 44.4 | 1 | |
| 44.8 | 1 | |
| 45.4 | 1 |
| Value | Count | Frequency (%) |
| 133.6 | 1 | |
| 128.5 | 1 | |
| 126.2 | 1 | |
| 123.3 | 1 | |
| 123.2 | 1 | |
| 121 | 1 | |
| 120.2 | 1 | |
| 119.3 | 1 | |
| 117.4 | 1 | |
| 117.3 | 1 |
| Distinct | 57 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6932479 |
| Minimum | 1.32 |
|---|---|
| Maximum | 2.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 1.32 |
|---|---|
| 5-th percentile | 1.54 |
| Q1 | 1.62 |
| median | 1.69 |
| Q3 | 1.77 |
| 95-th percentile | 1.86 |
| Maximum | 2.01 |
| Range | 0.69 |
| Interquartile range (IQR) | 0.15 |
Descriptive statistics
| Standard deviation | 0.1001059 |
|---|---|
| Coefficient of variation (CV) | 0.059120639 |
| Kurtosis | -0.019764094 |
| Mean | 1.6932479 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 0.14414148 |
| Sum | 1782.99 |
| Variance | 0.01002119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.64 | 48 | 4.6% |
| 1.77 | 46 | 4.4% |
| 1.67 | 42 | 4.0% |
| 1.65 | 42 | 4.0% |
| 1.7 | 41 | 3.9% |
| 1.66 | 41 | 3.9% |
| 1.71 | 39 | 3.7% |
| 1.62 | 39 | 3.7% |
| 1.63 | 38 | 3.6% |
| 1.69 | 36 | 3.4% |
| Other values (47) | 641 |
| Value | Count | Frequency (%) |
| 1.32 | 1 | 0.1% |
| 1.35 | 1 | 0.1% |
| 1.36 | 1 | 0.1% |
| 1.44 | 2 | 0.2% |
| 1.45 | 2 | 0.2% |
| 1.46 | 1 | 0.1% |
| 1.48 | 2 | 0.2% |
| 1.5 | 6 | |
| 1.51 | 6 | |
| 1.52 | 9 |
| Value | Count | Frequency (%) |
| 2.01 | 2 | 0.2% |
| 1.99 | 1 | 0.1% |
| 1.97 | 1 | 0.1% |
| 1.96 | 2 | 0.2% |
| 1.95 | 1 | 0.1% |
| 1.94 | 1 | 0.1% |
| 1.93 | 5 | |
| 1.92 | 3 | |
| 1.91 | 3 | |
| 1.9 | 4 |
| Distinct | 89 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.9867 |
| Minimum | 87 |
|---|---|
| Maximum | 204 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 87 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 112 |
| median | 122 |
| Q3 | 132 |
| 95-th percentile | 148 |
| Maximum | 204 |
| Range | 117 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.366555 |
|---|---|
| Coefficient of variation (CV) | 0.12494484 |
| Kurtosis | 2.2558664 |
| Mean | 122.9867 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.8395301 |
| Sum | 129505 |
| Variance | 236.131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130 | 36 | 3.4% |
| 119 | 33 | 3.1% |
| 121 | 32 | 3.0% |
| 124 | 31 | 2.9% |
| 116 | 31 | 2.9% |
| 111 | 31 | 2.9% |
| 136 | 30 | 2.8% |
| 110 | 30 | 2.8% |
| 132 | 30 | 2.8% |
| 137 | 28 | 2.7% |
| Other values (79) | 741 |
| Value | Count | Frequency (%) |
| 87 | 1 | 0.1% |
| 89 | 1 | 0.1% |
| 90 | 1 | 0.1% |
| 91 | 3 | 0.3% |
| 92 | 2 | 0.2% |
| 93 | 1 | 0.1% |
| 94 | 4 | |
| 95 | 5 | |
| 96 | 9 | |
| 97 | 5 |
| Value | Count | Frequency (%) |
| 204 | 1 | |
| 197 | 2 | |
| 190 | 1 | |
| 185 | 1 | |
| 176 | 1 | |
| 174 | 1 | |
| 173 | 1 | |
| 172 | 2 | |
| 170 | 2 | |
| 169 | 2 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.189934 |
| Minimum | 39 |
|---|---|
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 61 |
| Q1 | 71 |
| median | 79 |
| Q3 | 85 |
| 95-th percentile | 100 |
| Maximum | 132 |
| Range | 93 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.915419 |
|---|---|
| Coefficient of variation (CV) | 0.15046633 |
| Kurtosis | 1.5170025 |
| Mean | 79.189934 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.64779312 |
| Sum | 83387 |
| Variance | 141.9772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 82 | 52 | 4.9% |
| 79 | 51 | 4.8% |
| 85 | 44 | 4.2% |
| 83 | 44 | 4.2% |
| 80 | 43 | 4.1% |
| 88 | 42 | 4.0% |
| 72 | 38 | 3.6% |
| 77 | 35 | 3.3% |
| 84 | 35 | 3.3% |
| 73 | 35 | 3.3% |
| Other values (64) | 634 |
| Value | Count | Frequency (%) |
| 39 | 1 | 0.1% |
| 50 | 2 | 0.2% |
| 51 | 2 | 0.2% |
| 52 | 3 | |
| 54 | 4 | |
| 55 | 4 | |
| 56 | 1 | 0.1% |
| 57 | 3 | |
| 58 | 5 | |
| 59 | 4 |
| Value | Count | Frequency (%) |
| 132 | 1 | 0.1% |
| 127 | 2 | |
| 123 | 1 | 0.1% |
| 121 | 1 | 0.1% |
| 120 | 1 | 0.1% |
| 118 | 1 | 0.1% |
| 117 | 3 | |
| 116 | 1 | 0.1% |
| 115 | 1 | 0.1% |
| 114 | 2 |
heart_rate_bpm
Real number (ℝ)
Heart rate in beats per minute
| Distinct | 71 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.706274 |
| Minimum | 50 |
|---|---|
| Maximum | 135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 58 |
| Q1 | 69 |
| median | 78 |
| Q3 | 88 |
| 95-th percentile | 102 |
| Maximum | 135 |
| Range | 85 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 13.512169 |
|---|---|
| Coefficient of variation (CV) | 0.17167843 |
| Kurtosis | 0.11364238 |
| Mean | 78.706274 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.36895181 |
| Sum | 82799 |
| Variance | 182.57872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 74 | 39 | 3.7% |
| 81 | 35 | 3.3% |
| 78 | 34 | 3.2% |
| 82 | 32 | 3.0% |
| 88 | 32 | 3.0% |
| 79 | 30 | 2.8% |
| 76 | 30 | 2.8% |
| 69 | 30 | 2.8% |
| 89 | 29 | 2.8% |
| 80 | 29 | 2.8% |
| Other values (61) | 732 |
| Value | Count | Frequency (%) |
| 50 | 3 | 0.3% |
| 51 | 2 | 0.2% |
| 52 | 6 | |
| 53 | 6 | |
| 54 | 10 | |
| 55 | 6 | |
| 56 | 10 | |
| 57 | 6 | |
| 58 | 13 | |
| 59 | 14 |
| Value | Count | Frequency (%) |
| 135 | 1 | |
| 130 | 1 | |
| 124 | 1 | |
| 122 | 1 | |
| 119 | 1 | |
| 117 | 1 | |
| 115 | 2 | |
| 114 | 1 | |
| 112 | 1 | |
| 111 | 2 |
body_temperature_celsius
Real number (ℝ)
Body temperature in Celsius
| Distinct | 27 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 6 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.519962 |
| Minimum | 36 |
|---|---|
| Maximum | 39.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 36.15 |
| median | 36.4 |
| Q3 | 36.8 |
| 95-th percentile | 37.3 |
| Maximum | 39.9 |
| Range | 3.9 |
| Interquartile range (IQR) | 0.65 |
Descriptive statistics
| Standard deviation | 0.45661989 |
|---|---|
| Coefficient of variation (CV) | 0.012503296 |
| Kurtosis | 6.5203939 |
| Mean | 36.519962 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 1.6311046 |
| Sum | 38236.4 |
| Variance | 0.20850172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 150 | |
| 36.1 | 112 | |
| 36.2 | 100 | |
| 36.7 | 98 | |
| 36.4 | 87 | |
| 36.3 | 79 | |
| 36.5 | 73 | |
| 36.8 | 67 | |
| 36.6 | 64 | |
| 37 | 60 | 5.7% |
| Other values (17) | 157 |
| Value | Count | Frequency (%) |
| 36 | 150 | |
| 36.1 | 112 | |
| 36.2 | 100 | |
| 36.3 | 79 | |
| 36.4 | 87 | |
| 36.5 | 73 | |
| 36.6 | 64 | |
| 36.7 | 98 | |
| 36.8 | 67 | |
| 36.9 | 47 | 4.5% |
| Value | Count | Frequency (%) |
| 39.9 | 1 | 0.1% |
| 39.7 | 1 | 0.1% |
| 39.1 | 1 | 0.1% |
| 38.9 | 1 | 0.1% |
| 38.5 | 1 | 0.1% |
| 38.4 | 2 | 0.2% |
| 38.1 | 1 | 0.1% |
| 37.9 | 1 | 0.1% |
| 37.8 | 1 | 0.1% |
| 37.7 | 7 |
| Distinct | 903 |
|---|---|
| Distinct (%) | 85.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.014084 |
| Minimum | 0.26 |
|---|---|
| Maximum | 54.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.26 |
|---|---|
| 5-th percentile | 3.792 |
| Q1 | 11.28 |
| median | 17.08 |
| Q3 | 23.62 |
| 95-th percentile | 34.336 |
| Maximum | 54.13 |
| Range | 53.87 |
| Interquartile range (IQR) | 12.34 |
Descriptive statistics
| Standard deviation | 9.1601515 |
|---|---|
| Coefficient of variation (CV) | 0.50849944 |
| Kurtosis | -0.0048244797 |
| Mean | 18.014084 |
| Median Absolute Deviation (MAD) | 6.21 |
| Skewness | 0.44891061 |
| Sum | 18968.83 |
| Variance | 83.908375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.54 | 4 | 0.4% |
| 22.68 | 4 | 0.4% |
| 17.67 | 3 | 0.3% |
| 16.5 | 3 | 0.3% |
| 14.99 | 3 | 0.3% |
| 5.58 | 3 | 0.3% |
| 12.84 | 3 | 0.3% |
| 16.93 | 3 | 0.3% |
| 10.49 | 3 | 0.3% |
| 17.74 | 3 | 0.3% |
| Other values (893) | 1021 |
| Value | Count | Frequency (%) |
| 0.26 | 1 | |
| 0.34 | 1 | |
| 0.45 | 1 | |
| 0.53 | 1 | |
| 0.63 | 1 | |
| 0.65 | 1 | |
| 0.7 | 1 | |
| 0.77 | 1 | |
| 0.83 | 1 | |
| 0.91 | 1 |
| Value | Count | Frequency (%) |
| 54.13 | 1 | |
| 50.63 | 1 | |
| 48 | 1 | |
| 44.71 | 1 | |
| 44.65 | 1 | |
| 44.61 | 1 | |
| 43.65 | 1 | |
| 43.07 | 1 | |
| 42.38 | 1 | |
| 41.45 | 1 |
| Distinct | 977 |
|---|---|
| Distinct (%) | 93.0% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88703.72 |
| Minimum | 0 |
|---|---|
| Maximum | 4117370 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 971.5 |
| Q1 | 5839.5 |
| median | 24796 |
| Q3 | 79879 |
| 95-th percentile | 361649.5 |
| Maximum | 4117370 |
| Range | 4117370 |
| Interquartile range (IQR) | 74039.5 |
Descriptive statistics
| Standard deviation | 231648.72 |
|---|---|
| Coefficient of variation (CV) | 2.6114882 |
| Kurtosis | 117.98199 |
| Mean | 88703.72 |
| Median Absolute Deviation (MAD) | 21970 |
| Skewness | 8.9610023 |
| Sum | 93227610 |
| Variance | 5.3661128 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83980 | 3 | 0.3% |
| 3955 | 3 | 0.3% |
| 12049 | 3 | 0.3% |
| 641 | 2 | 0.2% |
| 889 | 2 | 0.2% |
| 376363 | 2 | 0.2% |
| 37525 | 2 | 0.2% |
| 3692 | 2 | 0.2% |
| 107147 | 2 | 0.2% |
| 765 | 2 | 0.2% |
| Other values (967) | 1028 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 501 | 1 | |
| 505 | 1 | |
| 512 | 1 | |
| 527 | 1 | |
| 528 | 1 | |
| 535 | 1 | |
| 541 | 1 | |
| 553 | 1 | |
| 556 | 1 |
| Value | Count | Frequency (%) |
| 4117370 | 1 | |
| 2757298 | 1 | |
| 2324690 | 1 | |
| 1760459 | 1 | |
| 1551988 | 1 | |
| 1393213 | 1 | |
| 1203933 | 1 | |
| 1135011 | 1 | |
| 1110345 | 2 | |
| 1000591 | 1 |
| Distinct | 39 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.671958 |
| Minimum | 21 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 37 |
| median | 41 |
| Q3 | 44 |
| 95-th percentile | 49 |
| Maximum | 54 |
| Range | 33 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.326574 |
|---|---|
| Coefficient of variation (CV) | 0.13096429 |
| Kurtosis | 0.29229504 |
| Mean | 40.671958 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.47071382 |
| Sum | 42786.9 |
| Variance | 28.372391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 89 | 8.5% |
| 41 | 88 | 8.4% |
| 43 | 81 | 7.7% |
| 40 | 80 | 7.6% |
| 45 | 71 | 6.7% |
| 39 | 67 | 6.4% |
| 37 | 65 | 6.2% |
| 44 | 64 | 6.1% |
| 38 | 56 | 5.3% |
| 36 | 50 | 4.7% |
| Other values (29) | 341 |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.1% |
| 23 | 2 | 0.2% |
| 25 | 4 | 0.4% |
| 26 | 6 | 0.6% |
| 27 | 3 | 0.3% |
| 28 | 7 | |
| 29 | 14 | |
| 30 | 13 | |
| 31 | 17 | |
| 32 | 14 |
| Value | Count | Frequency (%) |
| 54 | 4 | 0.4% |
| 53 | 1 | 0.1% |
| 52 | 1 | 0.1% |
| 51 | 6 | 0.6% |
| 50 | 27 | |
| 49 | 20 | |
| 48 | 37 | |
| 47.8 | 1 | 0.1% |
| 47 | 42 | |
| 46 | 42 |
| Distinct | 103 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.298669 |
| Minimum | 6.1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 6.1 |
|---|---|
| 5-th percentile | 9.9 |
| Q1 | 12.3 |
| median | 13.4 |
| Q3 | 14.6 |
| 95-th percentile | 16.1 |
| Maximum | 18 |
| Range | 11.9 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.8591093 |
|---|---|
| Coefficient of variation (CV) | 0.13979664 |
| Kurtosis | 0.50078028 |
| Mean | 13.298669 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | -0.54074656 |
| Sum | 13990.2 |
| Variance | 3.4562875 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.4 | 32 | 3.0% |
| 12.5 | 30 | 2.8% |
| 13.9 | 28 | 2.7% |
| 13.8 | 27 | 2.6% |
| 13.3 | 25 | 2.4% |
| 13.5 | 24 | 2.3% |
| 13.2 | 24 | 2.3% |
| 13.6 | 24 | 2.3% |
| 14.4 | 24 | 2.3% |
| 14.7 | 23 | 2.2% |
| Other values (93) | 791 |
| Value | Count | Frequency (%) |
| 6.1 | 1 | 0.1% |
| 6.8 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
| 7.3 | 1 | 0.1% |
| 7.4 | 1 | 0.1% |
| 7.6 | 1 | 0.1% |
| 7.7 | 3 | |
| 7.9 | 1 | 0.1% |
| 8 | 3 | |
| 8.2 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 17.8 | 1 | |
| 17.6 | 1 | |
| 17.5 | 1 | |
| 17.4 | 1 | |
| 17.3 | 2 | |
| 17.2 | 1 | |
| 17.1 | 1 | |
| 17 | 2 | |
| 16.9 | 2 |
| Distinct | 496 |
|---|---|
| Distinct (%) | 47.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.261635 |
| Minimum | 1.52 |
|---|---|
| Maximum | 24.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 1.52 |
|---|---|
| 5-th percentile | 2.9455 |
| Q1 | 4.0475 |
| median | 4.95 |
| Q3 | 6.1 |
| 95-th percentile | 8.6335 |
| Maximum | 24.68 |
| Range | 23.16 |
| Interquartile range (IQR) | 2.0525 |
Descriptive statistics
| Standard deviation | 1.9325762 |
|---|---|
| Coefficient of variation (CV) | 0.36729576 |
| Kurtosis | 13.505495 |
| Mean | 5.261635 |
| Median Absolute Deviation (MAD) | 1.03 |
| Skewness | 2.3037535 |
| Sum | 5535.24 |
| Variance | 3.7348508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.47 | 8 | 0.8% |
| 4.05 | 8 | 0.8% |
| 5.7 | 7 | 0.7% |
| 4.95 | 7 | 0.7% |
| 4.47 | 7 | 0.7% |
| 4.75 | 7 | 0.7% |
| 5.59 | 6 | 0.6% |
| 5.1 | 6 | 0.6% |
| 4.08 | 6 | 0.6% |
| 4.07 | 6 | 0.6% |
| Other values (486) | 984 |
| Value | Count | Frequency (%) |
| 1.52 | 1 | |
| 1.71 | 1 | |
| 1.82 | 1 | |
| 1.85 | 1 | |
| 1.94 | 1 | |
| 2.14 | 1 | |
| 2.17 | 1 | |
| 2.19 | 1 | |
| 2.22 | 1 | |
| 2.23 | 1 |
| Value | Count | Frequency (%) |
| 24.68 | 1 | |
| 17.96 | 1 | |
| 15.78 | 1 | |
| 15.33 | 1 | |
| 14.8 | 1 | |
| 13.21 | 1 | |
| 13.03 | 1 | |
| 12.42 | 1 | |
| 12.07 | 1 | |
| 11.93 | 1 |
| Distinct | 258 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6894106 |
| Minimum | 2.86 |
|---|---|
| Maximum | 7.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 2.86 |
|---|---|
| 5-th percentile | 3.74 |
| Q1 | 4.32 |
| median | 4.68 |
| Q3 | 5.0325 |
| 95-th percentile | 5.6545 |
| Maximum | 7.2 |
| Range | 4.34 |
| Interquartile range (IQR) | 0.7125 |
Descriptive statistics
| Standard deviation | 0.57637507 |
|---|---|
| Coefficient of variation (CV) | 0.12290992 |
| Kurtosis | 0.40631493 |
| Mean | 4.6894106 |
| Median Absolute Deviation (MAD) | 0.36 |
| Skewness | 0.073494999 |
| Sum | 4933.26 |
| Variance | 0.33220822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.98 | 14 | 1.3% |
| 4.54 | 14 | 1.3% |
| 4.45 | 14 | 1.3% |
| 4.58 | 13 | 1.2% |
| 4.84 | 12 | 1.1% |
| 4.44 | 12 | 1.1% |
| 4.88 | 12 | 1.1% |
| 4.46 | 11 | 1.0% |
| 4.72 | 11 | 1.0% |
| 4.6 | 11 | 1.0% |
| Other values (248) | 928 |
| Value | Count | Frequency (%) |
| 2.86 | 1 | |
| 2.94 | 1 | |
| 3.13 | 2 | |
| 3.18 | 1 | |
| 3.19 | 1 | |
| 3.2 | 1 | |
| 3.22 | 1 | |
| 3.23 | 1 | |
| 3.24 | 1 | |
| 3.29 | 1 |
| Value | Count | Frequency (%) |
| 7.2 | 1 | |
| 6.59 | 1 | |
| 6.45 | 1 | |
| 6.42 | 1 | |
| 6.36 | 1 | |
| 6.27 | 1 | |
| 6.23 | 1 | |
| 6.14 | 1 | |
| 6.1 | 1 | |
| 6.08 | 1 |
Platelet count (×10³/µL)
Real number (ℝ)
Platelet count
| Distinct | 306 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 265.84791 |
| Minimum | 7 |
|---|---|
| Maximum | 884 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 160.55 |
| Q1 | 214 |
| median | 258 |
| Q3 | 303 |
| 95-th percentile | 409 |
| Maximum | 884 |
| Range | 877 |
| Interquartile range (IQR) | 89 |
Descriptive statistics
| Standard deviation | 82.110469 |
|---|---|
| Coefficient of variation (CV) | 0.30886257 |
| Kurtosis | 5.8713216 |
| Mean | 265.84791 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 1.3912982 |
| Sum | 279672 |
| Variance | 6742.1291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 261 | 13 | 1.2% |
| 216 | 11 | 1.0% |
| 240 | 10 | 0.9% |
| 287 | 10 | 0.9% |
| 212 | 9 | 0.9% |
| 266 | 9 | 0.9% |
| 222 | 9 | 0.9% |
| 244 | 9 | 0.9% |
| 219 | 9 | 0.9% |
| 281 | 9 | 0.9% |
| Other values (296) | 954 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 17 | 1 | |
| 42 | 1 | |
| 63 | 1 | |
| 80 | 1 | |
| 82 | 1 | |
| 87 | 1 | |
| 90 | 1 | |
| 96 | 1 | |
| 98 | 2 |
| Value | Count | Frequency (%) |
| 884 | 1 | |
| 751 | 1 | |
| 676 | 1 | |
| 652 | 1 | |
| 619 | 1 | |
| 575 | 1 | |
| 552 | 1 | |
| 549 | 1 | |
| 544 | 1 | |
| 542 | 1 |
| Distinct | 138 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.411597 |
| Minimum | 16.7 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 16.7 |
|---|---|
| 5-th percentile | 23.1 |
| Q1 | 27.1 |
| median | 28.7 |
| Q3 | 30.3 |
| 95-th percentile | 32.145 |
| Maximum | 34 |
| Range | 17.3 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 2.7248789 |
|---|---|
| Coefficient of variation (CV) | 0.095907279 |
| Kurtosis | 1.4802156 |
| Mean | 28.411597 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.94437237 |
| Sum | 29889 |
| Variance | 7.4249653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.6 | 25 | 2.4% |
| 29.9 | 21 | 2.0% |
| 28.9 | 21 | 2.0% |
| 28.8 | 21 | 2.0% |
| 27.9 | 20 | 1.9% |
| 29.4 | 20 | 1.9% |
| 27.5 | 19 | 1.8% |
| 27.7 | 18 | 1.7% |
| 27.2 | 18 | 1.7% |
| 27.3 | 18 | 1.7% |
| Other values (128) | 851 |
| Value | Count | Frequency (%) |
| 16.7 | 1 | |
| 17.3 | 1 | |
| 17.6 | 1 | |
| 17.8 | 1 | |
| 17.9 | 1 | |
| 18.2 | 1 | |
| 18.4 | 1 | |
| 18.5 | 1 | |
| 18.8 | 1 | |
| 19.7 | 1 |
| Value | Count | Frequency (%) |
| 34 | 1 | 0.1% |
| 33.9 | 1 | 0.1% |
| 33.8 | 2 | |
| 33.7 | 1 | 0.1% |
| 33.5 | 3 | |
| 33.4 | 2 | |
| 33.3 | 4 | |
| 33.2 | 1 | 0.1% |
| 33.1 | 2 | |
| 33 | 2 |
| Distinct | 59 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.653707 |
| Minimum | 28.3 |
|---|---|
| Maximum | 35.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 28.3 |
|---|---|
| 5-th percentile | 31.2 |
| Q1 | 32.2 |
| median | 32.7 |
| Q3 | 33.2 |
| 95-th percentile | 33.9 |
| Maximum | 35.9 |
| Range | 7.6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.89265719 |
|---|---|
| Coefficient of variation (CV) | 0.027337086 |
| Kurtosis | 2.0274307 |
| Mean | 32.653707 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.58209633 |
| Sum | 34351.7 |
| Variance | 0.79683686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.6 | 60 | 5.7% |
| 32.7 | 57 | 5.4% |
| 32.4 | 54 | 5.1% |
| 33.1 | 54 | 5.1% |
| 33 | 53 | 5.0% |
| 33.2 | 52 | 4.9% |
| 32.5 | 51 | 4.8% |
| 32.8 | 50 | 4.7% |
| 32.9 | 46 | 4.4% |
| 32.3 | 44 | 4.2% |
| Other values (49) | 531 |
| Value | Count | Frequency (%) |
| 28.3 | 1 | |
| 28.6 | 1 | |
| 28.7 | 1 | |
| 28.8 | 1 | |
| 29.3 | 2 | |
| 29.4 | 1 | |
| 29.8 | 1 | |
| 30 | 2 | |
| 30.2 | 1 | |
| 30.3 | 2 |
| Value | Count | Frequency (%) |
| 35.9 | 1 | 0.1% |
| 35.6 | 1 | 0.1% |
| 35.3 | 1 | 0.1% |
| 35 | 2 | 0.2% |
| 34.9 | 4 | 0.4% |
| 34.7 | 2 | 0.2% |
| 34.6 | 1 | 0.1% |
| 34.5 | 3 | 0.3% |
| 34.4 | 10 | |
| 34.3 | 3 | 0.3% |
| Distinct | 295 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8269962 |
| Minimum | 0.21 |
|---|---|
| Maximum | 9.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.21 |
|---|---|
| 5-th percentile | 0.81 |
| Q1 | 1.3 |
| median | 1.73 |
| Q3 | 2.24 |
| 95-th percentile | 3.1645 |
| Maximum | 9.94 |
| Range | 9.73 |
| Interquartile range (IQR) | 0.94 |
Descriptive statistics
| Standard deviation | 0.77925427 |
|---|---|
| Coefficient of variation (CV) | 0.42652211 |
| Kurtosis | 12.036719 |
| Mean | 1.8269962 |
| Median Absolute Deviation (MAD) | 0.47 |
| Skewness | 1.8291566 |
| Sum | 1922 |
| Variance | 0.60723721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.82 | 11 | 1.0% |
| 1.59 | 11 | 1.0% |
| 1.58 | 11 | 1.0% |
| 1.8 | 11 | 1.0% |
| 1.53 | 11 | 1.0% |
| 1.33 | 11 | 1.0% |
| 1.93 | 11 | 1.0% |
| 1.66 | 10 | 0.9% |
| 1.61 | 10 | 0.9% |
| 1.44 | 10 | 0.9% |
| Other values (285) | 945 |
| Value | Count | Frequency (%) |
| 0.21 | 1 | 0.1% |
| 0.22 | 1 | 0.1% |
| 0.25 | 1 | 0.1% |
| 0.27 | 1 | 0.1% |
| 0.33 | 1 | 0.1% |
| 0.37 | 2 | |
| 0.45 | 1 | 0.1% |
| 0.46 | 3 | |
| 0.47 | 1 | 0.1% |
| 0.49 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 9.94 | 1 | |
| 5.92 | 1 | |
| 5.32 | 1 | |
| 4.73 | 1 | |
| 4.68 | 1 | |
| 4.21 | 1 | |
| 4.2 | 1 | |
| 4.16 | 1 | |
| 4.14 | 1 | |
| 4.11 | 1 |
| Distinct | 393 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 6 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7616619 |
| Minimum | 0.19 |
|---|---|
| Maximum | 9.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.19 |
|---|---|
| 5-th percentile | 1.25 |
| Q1 | 1.88 |
| median | 2.52 |
| Q3 | 3.35 |
| 95-th percentile | 5.311 |
| Maximum | 9.31 |
| Range | 9.12 |
| Interquartile range (IQR) | 1.47 |
Descriptive statistics
| Standard deviation | 1.2519029 |
|---|---|
| Coefficient of variation (CV) | 0.45331506 |
| Kurtosis | 2.9788724 |
| Mean | 2.7616619 |
| Median Absolute Deviation (MAD) | 0.68 |
| Skewness | 1.4142769 |
| Sum | 2891.46 |
| Variance | 1.5672609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.66 | 8 | 0.8% |
| 1.85 | 8 | 0.8% |
| 3.72 | 8 | 0.8% |
| 2.64 | 8 | 0.8% |
| 2.36 | 8 | 0.8% |
| 2.71 | 7 | 0.7% |
| 2.49 | 7 | 0.7% |
| 2.2 | 7 | 0.7% |
| 2.15 | 7 | 0.7% |
| 1.93 | 7 | 0.7% |
| Other values (383) | 972 |
| Value | Count | Frequency (%) |
| 0.19 | 1 | |
| 0.65 | 2 | |
| 0.72 | 1 | |
| 0.81 | 1 | |
| 0.86 | 2 | |
| 0.9 | 1 | |
| 0.92 | 2 | |
| 0.96 | 2 | |
| 0.99 | 2 | |
| 1 | 1 |
| Value | Count | Frequency (%) |
| 9.31 | 1 | |
| 9.17 | 1 | |
| 8.52 | 1 | |
| 8.07 | 1 | |
| 7.96 | 1 | |
| 7.66 | 1 | |
| 7.43 | 1 | |
| 7.4 | 1 | |
| 7 | 1 | |
| 6.99 | 1 |
| Distinct | 96 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4538308 |
| Minimum | 0.11 |
|---|---|
| Maximum | 2.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 0.22 |
| Q1 | 0.33 |
| median | 0.42 |
| Q3 | 0.54 |
| 95-th percentile | 0.79 |
| Maximum | 2.12 |
| Range | 2.01 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.19087226 |
|---|---|
| Coefficient of variation (CV) | 0.42058022 |
| Kurtosis | 10.270507 |
| Mean | 0.4538308 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 2.0631299 |
| Sum | 477.43 |
| Variance | 0.036432219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.43 | 33 | 3.1% |
| 0.34 | 33 | 3.1% |
| 0.41 | 32 | 3.0% |
| 0.4 | 31 | 2.9% |
| 0.38 | 30 | 2.8% |
| 0.36 | 30 | 2.8% |
| 0.35 | 29 | 2.8% |
| 0.48 | 29 | 2.8% |
| 0.29 | 28 | 2.7% |
| 0.46 | 28 | 2.7% |
| Other values (86) | 749 |
| Value | Count | Frequency (%) |
| 0.11 | 4 | 0.4% |
| 0.12 | 2 | 0.2% |
| 0.14 | 3 | 0.3% |
| 0.15 | 4 | 0.4% |
| 0.16 | 3 | 0.3% |
| 0.17 | 1 | 0.1% |
| 0.18 | 6 | |
| 0.19 | 4 | 0.4% |
| 0.2 | 6 | |
| 0.21 | 12 |
| Value | Count | Frequency (%) |
| 2.12 | 1 | |
| 1.84 | 1 | |
| 1.54 | 1 | |
| 1.47 | 1 | |
| 1.42 | 1 | |
| 1.18 | 1 | |
| 1.17 | 1 | |
| 1.08 | 1 | |
| 1.07 | 2 | |
| 1.04 | 1 |
| Distinct | 88 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14214829 |
| Minimum | 0 |
|---|---|
| Maximum | 3.16 |
| Zeros | 47 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.075 |
| Q3 | 0.16 |
| 95-th percentile | 0.51 |
| Maximum | 3.16 |
| Range | 3.16 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.22564749 |
|---|---|
| Coefficient of variation (CV) | 1.5874091 |
| Kurtosis | 44.797394 |
| Mean | 0.14214829 |
| Median Absolute Deviation (MAD) | 0.055 |
| Skewness | 5.3004426 |
| Sum | 149.54 |
| Variance | 0.050916789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 87 | 8.3% |
| 0.02 | 85 | 8.1% |
| 0.03 | 70 | 6.6% |
| 0.07 | 62 | 5.9% |
| 0.04 | 59 | 5.6% |
| 0.06 | 59 | 5.6% |
| 0.05 | 57 | 5.4% |
| 0 | 47 | 4.5% |
| 0.08 | 44 | 4.2% |
| 0.12 | 40 | 3.8% |
| Other values (78) | 442 |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 0.01 | 87 | |
| 0.02 | 85 | |
| 0.03 | 70 | |
| 0.04 | 59 | |
| 0.05 | 57 | |
| 0.06 | 59 | |
| 0.07 | 62 | |
| 0.08 | 44 | |
| 0.09 | 37 |
| Value | Count | Frequency (%) |
| 3.16 | 1 | |
| 1.89 | 1 | |
| 1.75 | 2 | |
| 1.57 | 1 | |
| 1.51 | 1 | |
| 1.48 | 1 | |
| 1.35 | 1 | |
| 1.25 | 1 | |
| 1.23 | 2 | |
| 1.15 | 1 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.024030418 |
| Minimum | 0 |
|---|---|
| Maximum | 0.21 |
| Zeros | 122 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.02 |
| Q3 | 0.03 |
| 95-th percentile | 0.05 |
| Maximum | 0.21 |
| Range | 0.21 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.019359659 |
|---|---|
| Coefficient of variation (CV) | 0.80563139 |
| Kurtosis | 13.357364 |
| Mean | 0.024030418 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 2.4211104 |
| Sum | 25.28 |
| Variance | 0.00037479641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02 | 293 | |
| 0.03 | 217 | |
| 0.01 | 217 | |
| 0 | 122 | |
| 0.04 | 100 | 9.5% |
| 0.05 | 51 | 4.8% |
| 0.06 | 19 | 1.8% |
| 0.07 | 12 | 1.1% |
| 0.09 | 6 | 0.6% |
| 0.08 | 5 | 0.5% |
| Other values (5) | 10 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 0.01 | 217 | |
| 0.02 | 293 | |
| 0.03 | 217 | |
| 0.04 | 100 | 9.5% |
| 0.05 | 51 | 4.8% |
| 0.06 | 19 | 1.8% |
| 0.07 | 12 | 1.1% |
| 0.08 | 5 | 0.5% |
| 0.09 | 6 | 0.6% |
| Value | Count | Frequency (%) |
| 0.21 | 1 | 0.1% |
| 0.16 | 1 | 0.1% |
| 0.13 | 2 | 0.2% |
| 0.11 | 4 | 0.4% |
| 0.1 | 2 | 0.2% |
| 0.09 | 6 | 0.6% |
| 0.08 | 5 | 0.5% |
| 0.07 | 12 | 1.1% |
| 0.06 | 19 | 1.8% |
| 0.05 | 51 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1053 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2106 | |
| Other Punctuation | 1053 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2106 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1053 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| . | 1053 | |
| 0 | 1053 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2106 | |
| Other Punctuation | 1053 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| 0 | 1053 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| . | 1053 | |
| 0 | 1053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| . | 1053 | |
| 0 | 1053 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.3 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 1053 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1053 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| . | 1053 | |
| 0 | 1053 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2106 | |
| Other Punctuation | 1053 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| 0 | 1053 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| . | 1053 | |
| 0 | 1053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1053 | |
| . | 1053 | |
| 0 | 1053 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.561754 |
| Minimum | 11.215 |
|---|---|
| Maximum | 20.448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 11.215 |
|---|---|
| 5-th percentile | 11.215 |
| Q1 | 13.247 |
| median | 15.298 |
| Q3 | 18.567 |
| 95-th percentile | 20.448 |
| Maximum | 20.448 |
| Range | 9.233 |
| Interquartile range (IQR) | 5.32 |
Descriptive statistics
| Standard deviation | 3.1473627 |
|---|---|
| Coefficient of variation (CV) | 0.20224987 |
| Kurtosis | -1.3532273 |
| Mean | 15.561754 |
| Median Absolute Deviation (MAD) | 2.491 |
| Skewness | 0.21908974 |
| Sum | 16386.527 |
| Variance | 9.905892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.439 | 126 | |
| 20.056 | 110 | |
| 18.567 | 93 | |
| 15.298 | 91 | |
| 11.285 | 88 | |
| 13.167 | 86 | |
| 11.215 | 81 | |
| 16.504 | 72 | 6.8% |
| 20.448 | 61 | 5.8% |
| 13.247 | 59 | 5.6% |
| Other values (7) | 186 |
| Value | Count | Frequency (%) |
| 11.215 | 81 | |
| 11.285 | 88 | |
| 13.167 | 86 | |
| 13.247 | 59 | |
| 13.439 | 126 | |
| 13.734 | 6 | 0.6% |
| 14.056 | 27 | 2.6% |
| 14.301 | 38 | 3.6% |
| 14.83 | 13 | 1.2% |
| 15.298 | 91 |
| Value | Count | Frequency (%) |
| 20.448 | 61 | |
| 20.056 | 110 | |
| 19.739 | 12 | 1.1% |
| 19.633 | 44 | 4.2% |
| 18.567 | 93 | |
| 17.789 | 46 | |
| 16.504 | 72 | |
| 15.298 | 91 | |
| 14.83 | 13 | 1.2% |
| 14.301 | 38 | 3.6% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.97633 |
| Minimum | 15.722 |
|---|---|
| Maximum | 26.904 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 15.722 |
|---|---|
| 5-th percentile | 17.385 |
| Q1 | 19.286 |
| median | 22.913 |
| Q3 | 25.104 |
| 95-th percentile | 25.493 |
| Maximum | 26.904 |
| Range | 11.182 |
| Interquartile range (IQR) | 5.818 |
Descriptive statistics
| Standard deviation | 2.9325139 |
|---|---|
| Coefficient of variation (CV) | 0.13343966 |
| Kurtosis | -1.1593326 |
| Mean | 21.97633 |
| Median Absolute Deviation (MAD) | 2.438 |
| Skewness | -0.22422004 |
| Sum | 23141.075 |
| Variance | 8.599638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.286 | 126 | |
| 25.493 | 110 | |
| 23.032 | 93 | |
| 22.913 | 91 | |
| 18.812 | 88 | |
| 20.819 | 86 | |
| 17.385 | 81 | |
| 25.351 | 72 | 6.8% |
| 25.312 | 61 | 5.8% |
| 20.81 | 59 | 5.6% |
| Other values (7) | 186 |
| Value | Count | Frequency (%) |
| 15.722 | 27 | 2.6% |
| 17.385 | 81 | |
| 18.812 | 88 | |
| 19.286 | 126 | |
| 19.477 | 13 | 1.2% |
| 20.81 | 59 | |
| 20.819 | 86 | |
| 21.664 | 6 | 0.6% |
| 22.079 | 38 | 3.6% |
| 22.913 | 91 |
| Value | Count | Frequency (%) |
| 26.904 | 12 | 1.1% |
| 25.493 | 110 | |
| 25.351 | 72 | |
| 25.312 | 61 | |
| 25.104 | 46 | |
| 25.097 | 44 | 4.2% |
| 23.032 | 93 | |
| 22.913 | 91 | |
| 22.079 | 38 | 3.6% |
| 21.664 | 6 | 0.6% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7010076 |
| Minimum | 4.536 |
|---|---|
| Maximum | 16.914 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 4.536 |
|---|---|
| 5-th percentile | 4.536 |
| Q1 | 6.622 |
| median | 8.121 |
| Q3 | 14.389 |
| 95-th percentile | 16.914 |
| Maximum | 16.914 |
| Range | 12.378 |
| Interquartile range (IQR) | 7.767 |
Descriptive statistics
| Standard deviation | 4.2586607 |
|---|---|
| Coefficient of variation (CV) | 0.43899158 |
| Kurtosis | -1.2921288 |
| Mean | 9.7010076 |
| Median Absolute Deviation (MAD) | 3.4 |
| Skewness | 0.50830913 |
| Sum | 10215.161 |
| Variance | 18.136191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.622 | 126 | |
| 16.914 | 110 | |
| 15.349 | 93 | |
| 8.351 | 91 | |
| 4.536 | 88 | |
| 8.121 | 86 | |
| 6.626 | 81 | |
| 6.121 | 72 | 6.8% |
| 14.389 | 61 | 5.8% |
| 4.721 | 59 | 5.6% |
| Other values (7) | 186 |
| Value | Count | Frequency (%) |
| 4.536 | 88 | |
| 4.721 | 59 | |
| 5.53 | 6 | 0.6% |
| 6.121 | 72 | |
| 6.622 | 126 | |
| 6.626 | 81 | |
| 7.16 | 38 | 3.6% |
| 8.121 | 86 | |
| 8.351 | 91 | |
| 10.187 | 12 | 1.1% |
| Value | Count | Frequency (%) |
| 16.914 | 110 | |
| 15.349 | 93 | |
| 14.922 | 44 | 4.2% |
| 14.389 | 61 | |
| 12.391 | 27 | 2.6% |
| 11.883 | 46 | |
| 10.488 | 13 | 1.2% |
| 10.187 | 12 | 1.1% |
| 8.351 | 91 | |
| 8.121 | 86 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6150627 |
| Minimum | -3.11 |
|---|---|
| Maximum | 9.491 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 27 |
| Negative (%) | 2.6% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | -3.11 |
|---|---|
| 5-th percentile | 1.389 |
| Q1 | 4.429 |
| median | 5.917 |
| Q3 | 7.251 |
| 95-th percentile | 7.846 |
| Maximum | 9.491 |
| Range | 12.601 |
| Interquartile range (IQR) | 2.822 |
Descriptive statistics
| Standard deviation | 2.2579816 |
|---|---|
| Coefficient of variation (CV) | 0.40212936 |
| Kurtosis | 3.8005294 |
| Mean | 5.6150627 |
| Median Absolute Deviation (MAD) | 1.334 |
| Skewness | -1.7706503 |
| Sum | 5912.661 |
| Variance | 5.0984809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.093 | 126 | |
| 4.429 | 110 | |
| 3.08 | 93 | |
| 5.899 | 91 | |
| 7.251 | 88 | |
| 7.413 | 86 | |
| 5.917 | 81 | |
| 7.846 | 72 | 6.8% |
| 5.377 | 61 | 5.8% |
| 1.389 | 59 | 5.6% |
| Other values (7) | 186 |
| Value | Count | Frequency (%) |
| -3.11 | 27 | 2.6% |
| 1.389 | 59 | |
| 3.08 | 93 | |
| 4.005 | 13 | 1.2% |
| 4.429 | 110 | |
| 5.377 | 61 | |
| 5.899 | 91 | |
| 5.917 | 81 | |
| 6.544 | 38 | 3.6% |
| 6.775 | 44 | 4.2% |
| Value | Count | Frequency (%) |
| 9.491 | 6 | 0.6% |
| 7.846 | 72 | |
| 7.7 | 12 | 1.1% |
| 7.413 | 86 | |
| 7.251 | 88 | |
| 7.093 | 126 | |
| 6.838 | 46 | 4.4% |
| 6.775 | 44 | 4.2% |
| 6.544 | 38 | 3.6% |
| 5.917 | 81 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1053 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2106 | |
| Other Punctuation | 1053 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2106 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 61.7 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1053 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2106 | |
| Other Punctuation | 1053 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2106 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2106 | |
| . | 1053 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.935821 |
| Minimum | 10.742 |
|---|---|
| Maximum | 23.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.5 KiB |
Quantile statistics
| Minimum | 10.742 |
|---|---|
| 5-th percentile | 13.476 |
| Q1 | 13.864 |
| median | 16.598 |
| Q3 | 19.468 |
| 95-th percentile | 22.279 |
| Maximum | 23.6 |
| Range | 12.858 |
| Interquartile range (IQR) | 5.604 |
Descriptive statistics
| Standard deviation | 2.9671094 |
|---|---|
| Coefficient of variation (CV) | 0.17519726 |
| Kurtosis | -0.89614382 |
| Mean | 16.935821 |
| Median Absolute Deviation (MAD) | 2.816 |
| Skewness | 0.18692715 |
| Sum | 17833.419 |
| Variance | 8.8037382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.87 | 126 | |
| 19.907 | 110 | |
| 19.468 | 93 | |
| 13.782 | 91 | |
| 13.864 | 88 | |
| 15.408 | 86 | |
| 13.476 | 81 | |
| 19.354 | 72 | 6.8% |
| 22.279 | 61 | 5.8% |
| 16.676 | 59 | 5.6% |
| Other values (7) | 186 |
| Value | Count | Frequency (%) |
| 10.742 | 27 | 2.6% |
| 13.476 | 81 | |
| 13.49 | 13 | 1.2% |
| 13.782 | 91 | |
| 13.864 | 88 | |
| 15.408 | 86 | |
| 15.87 | 126 | |
| 16.598 | 46 | 4.4% |
| 16.676 | 59 | |
| 17.471 | 38 | 3.6% |
| Value | Count | Frequency (%) |
| 23.6 | 12 | 1.1% |
| 22.279 | 61 | |
| 21.03 | 44 | 4.2% |
| 19.907 | 110 | |
| 19.468 | 93 | |
| 19.354 | 72 | |
| 17.491 | 6 | 0.6% |
| 17.471 | 38 | 3.6% |
| 16.676 | 59 | |
| 16.598 | 46 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.8 KiB |
| Summer | |
|---|---|
| Winter | |
| Autumn | |
| Spring |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Summer |
|---|---|
| 2nd row | Summer |
| 3rd row | Summer |
| 4th row | Summer |
| 5th row | Summer |
Common Values
| Value | Count | Frequency (%) |
| Summer | 303 | |
| Winter | 295 | |
| Autumn | 233 | |
| Spring | 222 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| summer | 303 | |
| winter | 295 | |
| autumn | 233 | |
| spring | 222 |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 839 | |
| r | 820 | |
| u | 769 | |
| n | 750 | |
| e | 598 | |
| t | 528 | |
| S | 525 | |
| i | 517 | |
| W | 295 | 4.7% |
| A | 233 | 3.7% |
| Other values (2) | 444 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5265 | |
| Uppercase Letter | 1053 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 839 | |
| r | 820 | |
| u | 769 | |
| n | 750 | |
| e | 598 | |
| t | 528 | |
| i | 517 | |
| p | 222 | 4.2% |
| g | 222 | 4.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 525 | |
| W | 295 | |
| A | 233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6318 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 839 | |
| r | 820 | |
| u | 769 | |
| n | 750 | |
| e | 598 | |
| t | 528 | |
| S | 525 | |
| i | 517 | |
| W | 295 | 4.7% |
| A | 233 | 3.7% |
| Other values (2) | 444 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6318 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 839 | |
| r | 820 | |
| u | 769 | |
| n | 750 | |
| e | 598 | |
| t | 528 | |
| S | 525 | |
| i | 517 | |
| W | 295 | 4.7% |
| A | 233 | 3.7% |
| Other values (2) | 444 |
Interactions
Correlations
| Age (at enrolment) | BMI (kg/m²) | Basophil count (×10⁹/L) | CD4 cell count (cells/µL) | Eosinophil count (×10⁹/L) | HIV viral load (copies/mL) | Hematocrit (%) | Lymphocyte count (×10⁹/L) | Monocyte count (×10⁹/L) | Neutrophil count (×10⁹/L) | Platelet count (×10³/µL) | Red blood cell count (×10⁶/µL) | Sex | White blood cell count (×10³/µL) | body_temperature_celsius | climate_daily_max_temp | climate_daily_mean_temp | climate_daily_min_temp | climate_heat_stress_index | climate_season | climate_temp_anomaly | diastolic_bp_mmHg | heart_rate_bpm | height_m | hemoglobin_g_dL | mch_pg | mchc_g_dL | systolic_bp_mmHg | weight_kg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age (at enrolment) | 1.000 | 0.163 | 0.009 | -0.161 | 0.004 | 0.054 | -0.080 | -0.111 | -0.035 | -0.106 | -0.055 | -0.114 | 0.142 | -0.131 | 0.013 | 0.044 | 0.051 | 0.088 | 0.040 | 0.020 | -0.024 | 0.314 | 0.034 | 0.103 | -0.072 | 0.051 | 0.020 | 0.277 | 0.231 |
| BMI (kg/m²) | 0.163 | 1.000 | 0.012 | 0.087 | 0.004 | -0.141 | -0.121 | 0.126 | 0.063 | 0.055 | 0.095 | -0.098 | 0.363 | 0.088 | 0.045 | 0.040 | 0.056 | 0.075 | 0.078 | 0.023 | -0.045 | 0.200 | 0.120 | -0.360 | -0.111 | -0.011 | -0.000 | 0.132 | 0.800 |
| Basophil count (×10⁹/L) | 0.009 | 0.012 | 1.000 | 0.118 | 0.174 | -0.144 | 0.075 | 0.390 | 0.236 | 0.183 | 0.151 | 0.056 | 0.000 | 0.349 | 0.002 | -0.069 | -0.098 | -0.073 | -0.094 | 0.101 | 0.120 | -0.005 | -0.030 | -0.015 | 0.066 | 0.021 | -0.027 | 0.010 | 0.003 |
| CD4 cell count (cells/µL) | -0.161 | 0.087 | 0.118 | 1.000 | -0.019 | -0.507 | 0.174 | 0.182 | -0.054 | 0.164 | 0.065 | 0.123 | 0.072 | 0.179 | -0.100 | 0.015 | 0.025 | 0.015 | 0.022 | 0.000 | 0.009 | -0.005 | -0.206 | -0.081 | 0.170 | 0.105 | 0.034 | 0.006 | 0.051 |
| Eosinophil count (×10⁹/L) | 0.004 | 0.004 | 0.174 | -0.019 | 1.000 | 0.055 | 0.053 | 0.125 | 0.079 | -0.035 | 0.002 | 0.016 | 0.037 | 0.115 | -0.091 | 0.036 | 0.009 | 0.010 | 0.024 | 0.000 | 0.026 | -0.043 | -0.098 | 0.051 | 0.052 | 0.054 | 0.009 | -0.012 | 0.032 |
| HIV viral load (copies/mL) | 0.054 | -0.141 | -0.144 | -0.507 | 0.055 | 1.000 | -0.093 | -0.246 | 0.072 | -0.077 | -0.061 | -0.085 | 0.052 | -0.139 | 0.081 | -0.065 | -0.077 | -0.047 | -0.077 | 0.000 | -0.014 | -0.028 | 0.192 | 0.061 | -0.090 | -0.003 | 0.032 | -0.079 | -0.114 |
| Hematocrit (%) | -0.080 | -0.121 | 0.075 | 0.174 | 0.053 | -0.093 | 1.000 | 0.107 | 0.028 | 0.050 | -0.221 | 0.814 | 0.568 | 0.088 | -0.073 | -0.054 | -0.045 | -0.027 | -0.062 | 0.040 | -0.071 | 0.107 | -0.306 | 0.346 | 0.979 | 0.333 | 0.230 | 0.171 | 0.087 |
| Lymphocyte count (×10⁹/L) | -0.111 | 0.126 | 0.390 | 0.182 | 0.125 | -0.246 | 0.107 | 1.000 | 0.357 | 0.190 | 0.138 | 0.070 | 0.067 | 0.624 | -0.026 | -0.031 | -0.037 | -0.006 | -0.040 | 0.030 | 0.026 | 0.027 | -0.057 | -0.069 | 0.102 | 0.069 | -0.005 | 0.015 | 0.097 |
| Monocyte count (×10⁹/L) | -0.035 | 0.063 | 0.236 | -0.054 | 0.079 | 0.072 | 0.028 | 0.357 | 1.000 | 0.439 | 0.152 | 0.018 | 0.000 | 0.603 | 0.158 | -0.012 | -0.037 | -0.024 | -0.040 | 0.000 | 0.036 | 0.033 | 0.118 | -0.012 | 0.025 | 0.005 | -0.026 | 0.062 | 0.061 |
| Neutrophil count (×10⁹/L) | -0.106 | 0.055 | 0.183 | 0.164 | -0.035 | -0.077 | 0.050 | 0.190 | 0.439 | 1.000 | 0.255 | 0.051 | 0.000 | 0.837 | 0.104 | -0.041 | -0.047 | -0.015 | -0.054 | 0.022 | 0.021 | -0.034 | 0.121 | -0.067 | 0.051 | -0.015 | -0.029 | 0.011 | 0.016 |
| Platelet count (×10³/µL) | -0.055 | 0.095 | 0.151 | 0.065 | 0.002 | -0.061 | -0.221 | 0.138 | 0.152 | 0.255 | 1.000 | -0.166 | 0.174 | 0.258 | 0.025 | 0.005 | 0.017 | 0.008 | 0.023 | 0.051 | 0.038 | -0.086 | 0.161 | -0.162 | -0.227 | -0.138 | -0.137 | -0.089 | -0.010 |
| Red blood cell count (×10⁶/µL) | -0.114 | -0.098 | 0.056 | 0.123 | 0.016 | -0.085 | 0.814 | 0.070 | 0.018 | 0.051 | -0.166 | 1.000 | 0.471 | 0.073 | -0.073 | -0.053 | -0.054 | -0.041 | -0.064 | 0.046 | -0.009 | 0.097 | -0.240 | 0.303 | 0.756 | -0.189 | -0.031 | 0.168 | 0.082 |
| Sex | 0.142 | 0.363 | 0.000 | 0.072 | 0.037 | 0.052 | 0.568 | 0.067 | 0.000 | 0.000 | 0.174 | 0.471 | 1.000 | 0.017 | 0.000 | 0.000 | 0.036 | 0.000 | 0.054 | 0.050 | 0.026 | 0.036 | 0.301 | 0.586 | 0.567 | 0.177 | 0.173 | 0.197 | 0.159 |
| White blood cell count (×10³/µL) | -0.131 | 0.088 | 0.349 | 0.179 | 0.115 | -0.139 | 0.088 | 0.624 | 0.603 | 0.837 | 0.258 | 0.073 | 0.017 | 1.000 | 0.092 | -0.047 | -0.057 | -0.018 | -0.064 | 0.000 | 0.034 | -0.009 | 0.075 | -0.066 | 0.085 | 0.019 | -0.025 | 0.029 | 0.055 |
| body_temperature_celsius | 0.013 | 0.045 | 0.002 | -0.100 | -0.091 | 0.081 | -0.073 | -0.026 | 0.158 | 0.104 | 0.025 | -0.073 | 0.000 | 0.092 | 1.000 | 0.135 | 0.148 | 0.126 | 0.085 | 0.096 | -0.154 | -0.010 | 0.246 | -0.058 | -0.078 | -0.029 | -0.021 | -0.018 | 0.023 |
| climate_daily_max_temp | 0.044 | 0.040 | -0.069 | 0.015 | 0.036 | -0.065 | -0.054 | -0.031 | -0.012 | -0.041 | 0.005 | -0.053 | 0.000 | -0.047 | 0.135 | 1.000 | 0.887 | 0.618 | 0.805 | 0.686 | -0.123 | -0.015 | 0.012 | -0.095 | -0.062 | -0.028 | -0.091 | -0.036 | -0.007 |
| climate_daily_mean_temp | 0.051 | 0.056 | -0.098 | 0.025 | 0.009 | -0.077 | -0.045 | -0.037 | -0.037 | -0.047 | 0.017 | -0.054 | 0.036 | -0.057 | 0.148 | 0.887 | 1.000 | 0.765 | 0.818 | 0.740 | -0.380 | -0.015 | 0.019 | -0.141 | -0.056 | -0.014 | -0.119 | -0.038 | -0.017 |
| climate_daily_min_temp | 0.088 | 0.075 | -0.073 | 0.015 | 0.010 | -0.047 | -0.027 | -0.006 | -0.024 | -0.015 | 0.008 | -0.041 | 0.000 | -0.018 | 0.126 | 0.618 | 0.765 | 1.000 | 0.495 | 0.810 | -0.555 | 0.016 | -0.019 | -0.162 | -0.045 | -0.013 | -0.137 | -0.018 | -0.016 |
| climate_heat_stress_index | 0.040 | 0.078 | -0.094 | 0.022 | 0.024 | -0.077 | -0.062 | -0.040 | -0.040 | -0.054 | 0.023 | -0.064 | 0.054 | -0.064 | 0.085 | 0.805 | 0.818 | 0.495 | 1.000 | 0.660 | -0.191 | -0.016 | 0.009 | -0.150 | -0.073 | -0.032 | -0.126 | -0.015 | -0.006 |
| climate_season | 0.020 | 0.023 | 0.101 | 0.000 | 0.000 | 0.000 | 0.040 | 0.030 | 0.000 | 0.022 | 0.051 | 0.046 | 0.050 | 0.000 | 0.096 | 0.686 | 0.740 | 0.810 | 0.660 | 1.000 | 0.628 | 0.062 | 0.078 | 0.133 | 0.000 | 0.099 | 0.177 | 0.028 | 0.045 |
| climate_temp_anomaly | -0.024 | -0.045 | 0.120 | 0.009 | 0.026 | -0.014 | -0.071 | 0.026 | 0.036 | 0.021 | 0.038 | -0.009 | 0.026 | 0.034 | -0.154 | -0.123 | -0.380 | -0.555 | -0.191 | 0.628 | 1.000 | -0.004 | 0.012 | 0.122 | -0.068 | -0.092 | -0.006 | 0.018 | 0.017 |
| diastolic_bp_mmHg | 0.314 | 0.200 | -0.005 | -0.005 | -0.043 | -0.028 | 0.107 | 0.027 | 0.033 | -0.034 | -0.086 | 0.097 | 0.036 | -0.009 | -0.010 | -0.015 | -0.015 | 0.016 | -0.016 | 0.062 | -0.004 | 1.000 | 0.017 | 0.126 | 0.114 | 0.045 | 0.064 | 0.712 | 0.275 |
| heart_rate_bpm | 0.034 | 0.120 | -0.030 | -0.206 | -0.098 | 0.192 | -0.306 | -0.057 | 0.118 | 0.121 | 0.161 | -0.240 | 0.301 | 0.075 | 0.246 | 0.012 | 0.019 | -0.019 | 0.009 | 0.078 | 0.012 | 0.017 | 1.000 | -0.161 | -0.302 | -0.142 | -0.075 | -0.104 | 0.029 |
| height_m | 0.103 | -0.360 | -0.015 | -0.081 | 0.051 | 0.061 | 0.346 | -0.069 | -0.012 | -0.067 | -0.162 | 0.303 | 0.586 | -0.066 | -0.058 | -0.095 | -0.141 | -0.162 | -0.150 | 0.133 | 0.122 | 0.126 | -0.161 | 1.000 | 0.341 | 0.087 | 0.083 | 0.211 | 0.228 |
| hemoglobin_g_dL | -0.072 | -0.111 | 0.066 | 0.170 | 0.052 | -0.090 | 0.979 | 0.102 | 0.025 | 0.051 | -0.227 | 0.756 | 0.567 | 0.085 | -0.078 | -0.062 | -0.056 | -0.045 | -0.073 | 0.000 | -0.068 | 0.114 | -0.302 | 0.341 | 1.000 | 0.436 | 0.392 | 0.177 | 0.096 |
| mch_pg | 0.051 | -0.011 | 0.021 | 0.105 | 0.054 | -0.003 | 0.333 | 0.069 | 0.005 | -0.015 | -0.138 | -0.189 | 0.177 | 0.019 | -0.029 | -0.028 | -0.014 | -0.013 | -0.032 | 0.099 | -0.092 | 0.045 | -0.142 | 0.087 | 0.436 | 1.000 | 0.679 | 0.040 | 0.047 |
| mchc_g_dL | 0.020 | -0.000 | -0.027 | 0.034 | 0.009 | 0.032 | 0.230 | -0.005 | -0.026 | -0.029 | -0.137 | -0.031 | 0.173 | -0.025 | -0.021 | -0.091 | -0.119 | -0.137 | -0.126 | 0.177 | -0.006 | 0.064 | -0.075 | 0.083 | 0.392 | 0.679 | 1.000 | 0.065 | 0.049 |
| systolic_bp_mmHg | 0.277 | 0.132 | 0.010 | 0.006 | -0.012 | -0.079 | 0.171 | 0.015 | 0.062 | 0.011 | -0.089 | 0.168 | 0.197 | 0.029 | -0.018 | -0.036 | -0.038 | -0.018 | -0.015 | 0.028 | 0.018 | 0.712 | -0.104 | 0.211 | 0.177 | 0.040 | 0.065 | 1.000 | 0.261 |
| weight_kg | 0.231 | 0.800 | 0.003 | 0.051 | 0.032 | -0.114 | 0.087 | 0.097 | 0.061 | 0.016 | -0.010 | 0.082 | 0.159 | 0.055 | 0.023 | -0.007 | -0.017 | -0.016 | -0.006 | 0.045 | 0.017 | 0.275 | 0.029 | 0.228 | 0.096 | 0.047 | 0.049 | 0.261 | 1.000 |
Missing values
Sample
| study_source | Age (at enrolment) | Sex | primary_date | BMI (kg/m²) | weight_kg | height_m | systolic_bp_mmHg | diastolic_bp_mmHg | heart_rate_bpm | body_temperature_celsius | CD4 cell count (cells/µL) | HIV viral load (copies/mL) | Hematocrit (%) | hemoglobin_g_dL | White blood cell count (×10³/µL) | Red blood cell count (×10⁶/µL) | Platelet count (×10³/µL) | mch_pg | mchc_g_dL | Lymphocyte count (×10⁹/L) | Neutrophil count (×10⁹/L) | Monocyte count (×10⁹/L) | Eosinophil count (×10⁹/L) | Basophil count (×10⁹/L) | cd4_correction_applied | final_comprehensive_fix_applied | waist_circ_unit_correction_applied | sa_biomarker_standards | climate_daily_mean_temp | climate_daily_max_temp | climate_daily_min_temp | climate_temp_anomaly | climate_heat_day_p90 | climate_heat_day_p95 | climate_heat_stress_index | climate_season | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2162 | JHB_Ezin_002 | 30.0 | Male | 2017-01-17 | 23.916239 | 66.7 | 1.67 | 133.0 | 82.0 | 61.0 | 36.7 | 35.06 | 641.0 | 46.0 | 14.8 | 5.89 | 5.62 | 294.0 | 26.3 | 31.9 | 1.83 | 3.60 | 0.37 | 0.06 | 0.02 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2163 | JHB_Ezin_002 | 34.0 | Male | 2017-01-23 | 27.645308 | 77.1 | 1.67 | 130.0 | 84.0 | 60.0 | 36.1 | 28.02 | 3851.0 | 43.0 | 14.3 | 2.90 | 4.84 | 261.0 | 29.5 | 32.9 | 1.26 | 1.36 | 0.24 | 0.02 | 0.02 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2164 | JHB_Ezin_002 | 44.0 | Male | 2017-01-19 | 23.836248 | 80.7 | 1.84 | 131.0 | 83.0 | 68.0 | 36.1 | 25.75 | 8961.0 | 50.0 | 16.6 | 4.50 | 5.46 | 216.0 | 30.4 | 33.0 | 2.07 | 1.79 | 0.45 | 0.10 | 0.09 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2165 | JHB_Ezin_002 | 25.0 | Female | 2017-01-19 | 45.289256 | 123.3 | 1.65 | 119.0 | 67.0 | 74.0 | 36.4 | 25.85 | 903.0 | 38.0 | 12.1 | 5.70 | 4.56 | 281.0 | 26.5 | 31.4 | 2.33 | 2.82 | 0.44 | 0.06 | 0.04 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2166 | JHB_Ezin_002 | 20.0 | Female | 2017-01-24 | 28.664018 | 74.3 | 1.61 | 114.0 | 71.0 | 82.0 | 36.1 | 12.48 | 15081.0 | 37.0 | 12.0 | 5.55 | 4.10 | 188.0 | 29.4 | 32.6 | 1.97 | 1.77 | 0.42 | 1.35 | 0.03 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2167 | JHB_Ezin_002 | 33.0 | Female | 2017-01-30 | 30.859375 | 79.0 | 1.60 | 138.0 | 84.0 | 81.0 | 36.2 | 32.59 | 680.0 | 40.0 | 13.5 | 5.67 | 4.45 | 239.0 | 30.4 | 33.6 | 1.66 | 3.32 | 0.56 | 0.11 | 0.03 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2168 | JHB_Ezin_002 | 23.0 | Female | 2017-02-01 | 20.870053 | 52.1 | 1.58 | 96.0 | 67.0 | 86.0 | 37.0 | 41.45 | 12806.0 | 42.0 | 14.0 | 3.90 | 4.93 | 238.0 | 28.4 | 33.0 | 1.19 | 2.46 | 0.20 | 0.04 | 0.00 | 0.0 | 1.0 | False | 1.0 | 20.448 | 25.312 | 14.389 | 5.377 | 0.0 | 0.0 | 22.279 | Summer |
| 2169 | JHB_Ezin_002 | 30.0 | Female | 2017-01-24 | 23.555556 | 53.0 | 1.50 | 103.0 | 58.0 | 81.0 | 36.8 | 8.81 | 179182.0 | 31.0 | 10.1 | 2.19 | 3.75 | 266.0 | 27.0 | 32.8 | 0.71 | 1.12 | 0.27 | 0.07 | 0.03 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2170 | JHB_Ezin_002 | 23.0 | Female | 2017-01-24 | 31.953125 | 81.8 | 1.60 | 106.0 | 78.0 | 63.0 | 36.1 | 25.40 | 10611.0 | 33.0 | 10.7 | 3.01 | 4.37 | 260.0 | 24.5 | 32.2 | 1.09 | 1.52 | 0.32 | 0.06 | 0.02 | 0.0 | 1.0 | False | 1.0 | 19.739 | 26.904 | 10.187 | 7.700 | 0.0 | 0.0 | 23.600 | Summer |
| 2171 | JHB_Ezin_002 | 20.0 | Female | 2017-02-01 | 18.850387 | 50.7 | 1.64 | 108.0 | 61.0 | 81.0 | 36.1 | 17.89 | 443901.0 | 37.0 | 11.6 | 3.62 | 4.35 | 154.0 | 26.7 | 31.6 | 2.68 | 0.65 | 0.29 | 0.00 | 0.00 | 0.0 | 1.0 | False | 1.0 | 20.448 | 25.312 | 14.389 | 5.377 | 0.0 | 0.0 | 22.279 | Summer |
| study_source | Age (at enrolment) | Sex | primary_date | BMI (kg/m²) | weight_kg | height_m | systolic_bp_mmHg | diastolic_bp_mmHg | heart_rate_bpm | body_temperature_celsius | CD4 cell count (cells/µL) | HIV viral load (copies/mL) | Hematocrit (%) | hemoglobin_g_dL | White blood cell count (×10³/µL) | Red blood cell count (×10⁶/µL) | Platelet count (×10³/µL) | mch_pg | mchc_g_dL | Lymphocyte count (×10⁹/L) | Neutrophil count (×10⁹/L) | Monocyte count (×10⁹/L) | Eosinophil count (×10⁹/L) | Basophil count (×10⁹/L) | cd4_correction_applied | final_comprehensive_fix_applied | waist_circ_unit_correction_applied | sa_biomarker_standards | climate_daily_mean_temp | climate_daily_max_temp | climate_daily_min_temp | climate_temp_anomaly | climate_heat_day_p90 | climate_heat_day_p95 | climate_heat_stress_index | climate_season | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3205 | JHB_Ezin_002 | 18.0 | Female | 2017-05-17 | 31.092612 | 74.7 | 1.55 | 102.0 | 71.0 | 77.0 | 36.7 | 18.19 | 2461.0 | 41.0 | 13.9 | 4.95 | 4.55 | 249.0 | 30.5 | 33.4 | 2.62 | 1.93 | 0.32 | 0.03 | 0.05 | 0.0 | 1.0 | False | 1.0 | 13.167 | 20.819 | 8.121 | 7.413 | 0.0 | 0.0 | 15.408 | Autumn |
| 3206 | JHB_Ezin_002 | 18.0 | Male | 2017-03-20 | 15.515143 | 45.9 | 1.72 | 99.0 | 64.0 | 72.0 | 36.3 | 2.67 | 77566.0 | 41.0 | 12.9 | 3.04 | 5.39 | 278.0 | 23.9 | 31.5 | 1.11 | 1.51 | 0.20 | 0.21 | 0.01 | 0.0 | 1.0 | False | 1.0 | 17.789 | 25.104 | 11.883 | 6.838 | 0.0 | 0.0 | 16.598 | Autumn |
| 3207 | JHB_Ezin_002 | 15.0 | Male | 2017-08-04 | 17.998028 | 43.8 | 1.56 | 112.0 | 72.0 | 76.0 | 36.1 | 2.86 | 361889.0 | 38.0 | 12.6 | 6.29 | 4.71 | 216.0 | 26.8 | 33.1 | 2.74 | 2.91 | 0.48 | 0.11 | 0.05 | 0.0 | 1.0 | False | 1.0 | 13.439 | 19.286 | 6.622 | 7.093 | 0.0 | 0.0 | 15.870 | Winter |
| 3208 | JHB_Ezin_002 | 18.0 | Male | 2017-09-13 | 20.408163 | 57.6 | 1.68 | 125.0 | 85.0 | 78.0 | 36.5 | 27.52 | 51443.0 | 49.0 | 16.4 | 4.42 | 5.80 | 312.0 | 28.3 | 33.4 | 1.26 | 2.61 | 0.52 | 0.02 | 0.02 | 0.0 | 1.0 | False | 1.0 | 16.504 | 25.351 | 6.121 | 7.846 | 0.0 | 0.0 | 19.354 | Spring |
| 3209 | JHB_Ezin_002 | 18.0 | Female | 2017-09-20 | 29.658625 | 78.8 | 1.63 | 112.0 | 82.0 | 81.0 | 36.0 | 6.90 | 8022.0 | 39.0 | 13.0 | 5.81 | 4.88 | 384.0 | 26.6 | 33.1 | 2.78 | 2.23 | 0.38 | 0.39 | 0.03 | 0.0 | 1.0 | False | 1.0 | 16.504 | 25.351 | 6.121 | 7.846 | 0.0 | 0.0 | 19.354 | Spring |
| 3210 | JHB_Ezin_002 | 18.0 | Male | 2017-10-02 | 20.451963 | 64.8 | 1.78 | 119.0 | 76.0 | 90.0 | 36.7 | 14.61 | 1295.0 | 45.0 | 14.7 | 8.31 | 5.17 | 193.0 | 28.5 | 32.9 | 2.39 | 5.24 | 0.63 | 0.02 | 0.03 | 0.0 | 1.0 | False | 1.0 | 15.298 | 22.913 | 8.351 | 5.899 | 0.0 | 0.0 | 13.782 | Spring |
| 3211 | JHB_Ezin_002 | 17.0 | Male | 2017-11-22 | 18.800472 | 58.9 | 1.77 | 135.0 | 83.0 | 79.0 | 36.3 | 18.43 | 7856.0 | 45.0 | 15.3 | 4.47 | 5.21 | 261.0 | 29.4 | 33.7 | 1.36 | 2.62 | 0.37 | 0.10 | 0.02 | 0.0 | 1.0 | False | 1.0 | 13.247 | 20.810 | 4.721 | 1.389 | 0.0 | 0.0 | 16.676 | Spring |
| 3212 | JHB_Ezin_002 | 18.0 | Female | 2017-11-16 | 21.693141 | 60.5 | 1.67 | 114.0 | 68.0 | 58.0 | 36.4 | 34.91 | 26688.0 | 41.0 | 13.3 | 3.79 | 4.34 | 272.0 | 30.7 | 32.8 | 2.10 | 1.42 | 0.15 | 0.10 | 0.02 | 0.0 | 1.0 | False | 1.0 | 13.247 | 20.810 | 4.721 | 1.389 | 0.0 | 0.0 | 16.676 | Spring |
| 3213 | JHB_Ezin_002 | 15.0 | Female | 2018-02-14 | 22.247230 | 51.4 | 1.52 | 97.0 | 62.0 | 76.0 | 36.6 | 0.63 | 170902.0 | 37.0 | 12.2 | 3.38 | 4.21 | 231.0 | 28.9 | 32.6 | 0.22 | 2.36 | 0.31 | 0.49 | 0.00 | 0.0 | 1.0 | False | 1.0 | 18.567 | 23.032 | 15.349 | 3.080 | 0.0 | 0.0 | 19.468 | Summer |
| 3214 | JHB_Ezin_002 | 18.0 | Female | 2018-05-04 | 24.728984 | 64.1 | 1.61 | 113.0 | 82.0 | 75.0 | 36.4 | 23.68 | 61862.0 | 37.0 | 11.7 | 4.84 | 4.26 | 344.0 | 27.4 | 31.5 | 2.16 | 2.19 | 0.41 | 0.07 | 0.02 | 0.0 | 1.0 | False | 1.0 | 13.734 | 21.664 | 5.530 | 9.491 | 0.0 | 0.0 | 17.491 | Autumn |